Diagnosis of Cancerous Nuclei on Digital HIs: A Review

9 Pages Posted: 10 Apr 2020

See all articles by Nancy Modi

Nancy Modi

IIT Bombay; Maulana Azad National Institute of Technology (MANIT)

Vijayshri Chaurasia

Maulana Azad National Institute of Technology (MANIT)

Alpana Pandey

Maulana Azad National Institute of Technology (MANIT)

Radhika Malpani

Maulana Azad National Institute of Technology (MANIT)

Niyojeet Shrirao

Maulana Azad National Institute of Technology (MANIT)

Date Written: April 10, 2020

Abstract

Cancer is one of the deadliest diseases of the world and affects both men and women. In 2018, Cancer rate has risen to 18.1 million new incidents and 9.6 million deaths [17]. About 90.5 million of people were suffering from cancer in 2015. The modern medical image processing has several strategies and methodologies for detection and grading of cancer. Digital pathology is considered as the rising domain in current diagnosis system. Image segmentation is one of the important steps before classifying the cancer. The major problem arises when there are touching nuclei or overlapping nuclei for separation. This paper presents review of state-of-art techniques proposed for nuclei or tissue segmentation in digital HIs.

Keywords: Image Segmentation, Cancer detection, Cancer grading, Histopathological image

Suggested Citation

Modi, Nancy and Modi, Nancy and Chaurasia, Vijayshri and Pandey, Alpana and Malpani, Radhika and Shrirao, Niyojeet, Diagnosis of Cancerous Nuclei on Digital HIs: A Review (April 10, 2020). Proceedings of the International Conference on Advances in Electronics, Electrical & Computational Intelligence (ICAEEC) 2019, Available at SSRN: https://ssrn.com/abstract=3572916 or http://dx.doi.org/10.2139/ssrn.3572916

Nancy Modi (Contact Author)

Maulana Azad National Institute of Technology (MANIT) ( email )

Near New Market
Near Mata Mandir
Bhopal, IN Madhya Pradesh 462003
India

IIT Bombay ( email )

MUMBAI, Maharashtra 400076
India

Vijayshri Chaurasia

Maulana Azad National Institute of Technology (MANIT) ( email )

Link Road Number 3
Near Kali Mata Mandir
Bhopal, IN Madhya Pradesh 452010
India

Alpana Pandey

Maulana Azad National Institute of Technology (MANIT) ( email )

Near New Market
Near Mata Mandir
Bhopal, IN Madhya Pradesh 462003
India

Radhika Malpani

Maulana Azad National Institute of Technology (MANIT) ( email )

Near New Market
Near Mata Mandir
Bhopal, IN Madhya Pradesh 462003
India

Niyojeet Shrirao

Maulana Azad National Institute of Technology (MANIT) ( email )

Near New Market
Near Mata Mandir
Bhopal, IN Madhya Pradesh 462003
India

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